Topological methods in data analysis and visualization : theory, algorithms, and applications

Topology-based methods are of increasing importance in the analysis and visualization of datasets from a wide variety of scientific domains such as biology, physics, engineering, and medicine. Current challenges of topology-based techniques include the management of time-dependent data, the represen...

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Bibliographic Details
Main Author: Pascucci, Valerio (Author)
Format: Book
Language:English
Published: Heidelberg ; New York : Springer , c2011
Series:Mathematics and visualization
Subjects:

MARC

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020 |a 3642150136 (hardback : alk. paper) 
020 |a 3642150144 (ebook) 
020 |a 9783642150135 (hardback : alk. paper) 
020 |a 9783642150142 (ebook) 
050 0 0 |a TK7882.I6   |b T67 2011 
090 0 0 |a TK7882.I6   |b T67 2011 
245 0 0 |a Topological methods in data analysis and visualization :   |b theory, algorithms, and applications   |c Valerio Pascucci ... [et al.], editors 
260 |a Heidelberg ;   |a New York :   |b Springer ,   |c c2011 
300 |a viii, 260 p. :   |b ill. ;   |c 24 cm. 
490 1 |a Mathematics and visualization 
504 |a Includes bibliographical references and index 
505 0 |a 1. Foundations of computational topology -- 2. Hierarchical topological data-structure -- 3. Topological feature extraction algorithms -- 4. Applications in scientific data analysis and visualization -- 5. Topological analysis of large-scale scientific data 
520 |a Topology-based methods are of increasing importance in the analysis and visualization of datasets from a wide variety of scientific domains such as biology, physics, engineering, and medicine. Current challenges of topology-based techniques include the management of time-dependent data, the representation of large and complex datasets, the characterization of noise and uncertainty, the effective integration of numerical methods with robust combinatorial algorithms, etc. . The editors have brought together the most prominent and best recognized researchers in the field of topology-based data 
650 0 |a Information visualization 
650 0 |a Mathematical analysis   |v Congresses 
650 0 |a Topology   |v Congresses 
700 1 |a Pascucci, Valerio ,   |e author 
999 |a 1000141750   |b Book   |c OPEN SHELF (30 DAYS)   |e Tembila Campus